text2vec

Modern Text Mining Framework for R

v0.6.6 · Nov 30, 2025 · GPL (>= 2) | file LICENSE

Description

Fast and memory-friendly tools for text vectorization, topic modeling (LDA, LSA), word embeddings (GloVe), similarities. This package provides a source-agnostic streaming API, which allows researchers to perform analysis of collections of documents which are larger than available RAM. All core functions are parallelized to benefit from multicore machines.

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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	228.6s
r-devel-linux-x86_64-debian-gcc	OK	146.8s
r-devel-linux-x86_64-fedora-clang	OK	336.1s
r-devel-linux-x86_64-fedora-gcc	OK	436.7s
r-devel-macos-arm64	OK	57s
r-devel-windows-x86_64	OK	249s
r-oldrel-macos-arm64	NOTE	70s
r-oldrel-macos-x86_64	NOTE	255s
r-oldrel-windows-x86_64	OK	334s
r-patched-linux-x86_64	OK	220.7s
r-release-linux-x86_64	OK	208.4s
r-release-macos-arm64	OK	58s
r-release-macos-x86_64	OK	217s
r-release-windows-x86_64	OK	229s

Check details (2 non-OK)

NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.5Mb
  sub-directories of 1Mb or more:
    data   2.6Mb
    libs   4.0Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.6Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs   4.0Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.5Mb
  sub-directories of 1Mb or more:
    data   2.6Mb
    libs   4.0Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.6Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs   4.0Mb

Reverse Dependencies (20)

imports

LLMing NUSS VectrixDB blocking conText manydata occupationMeasurement regtools text2emotion text2map textmineR wactor wordsalad

suggests

PsychWordVec fdm2id lime oolong polyglotr sentiment.ai textrecipes

Dependency Network

Version History

new 0.6.6 Mar 10, 2026

updated 0.6.6 ← 0.6.4 diff Nov 30, 2025

updated 0.6.4 ← 0.6.3 diff Nov 8, 2023

updated 0.6.3 ← 0.6.2 diff Nov 29, 2022

updated 0.6.2 ← 0.6.1 diff Sep 10, 2022

updated 0.6.1 ← 0.6 diff Apr 20, 2022

updated 0.6 ← 0.5.1 diff Feb 17, 2020

updated 0.5.1 ← 0.5.0 diff Jan 10, 2018

updated 0.5.0 ← 0.4.0 diff Aug 7, 2017

updated 0.4.0 ← 0.3.0 diff Oct 3, 2016

updated 0.3.0 ← 0.2.0 diff Mar 30, 2016

new 0.2.0 Jan 9, 2016